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binary classification

674 papers

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Also known as

BCQ

Co-occurring keywords

text classification (6776) support vector machine (976) large language model (12755) ensemble learning (1271) transformer model (1988) transfer learning (5442) natural language processing (2027) multi-label classification (1004) active learning (1295) pre-trained language model (1514)

Papers

Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection ICCV 2023
GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image NIPS 2023
Annotating and Disambiguating the Discourse Usage of the Enclitic dA in Turkish ACL 2023
A Model-Agnostic Heuristics for Selective Classification AAAI 2023
Representer Point Selection for Explaining Regularized High-dimensional Models ICML 2023
Grammatical Error Correction for Sentence-level Assessment in Language Learning ACL 2023
The Adversarial Consistency of Surrogate Risks for Binary Classification NIPS 2023
Minimax Risk Classifiers with 0-1 Loss JMLR 2023
Detecting Adversarial Faces Using Only Real Face Self-Perturbations IJCAI 2023
Never mind the metrics---what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective ICML 2023
Temporal Label Smoothing for Early Event Prediction ICML 2023
Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign? NIPS 2023
A benchmark of categorical encoders for binary classification NIPS 2023
KingsmanTrio at SemEval-2023 Task 10: Analyzing the Effectiveness of Transfer Learning Models for Explainable Online Sexism Detection SEMEVAL 2023
Binary Classification with Confidence Difference NIPS 2023
An Adaptive Algorithm for Learning with Unknown Distribution Drift NIPS 2023
TCE: A Test-Based Approach to Measuring Calibration Error UAI 2023
Doppelgangers: Learning to Disambiguate Images of Similar Structures ICCV 2023
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering ACL 2023
PUe: Biased Positive-Unlabeled Learning Enhancement by Causal Inference NIPS 2023
A Competitive Algorithm for Agnostic Active Learning NIPS 2023
Learning to Evaluate Humor in Memes Based on the Incongruity Theory COLING 2022
Investigating the detection of Tortured Phrases in Scientific Literature COLING 2022
KaMiKla at SemEval-2022 Task 3: AlBERTo, BERT, and CamemBERT—Be(r)tween Taxonomy Detection and Prediction NAACL 2022
RIT Boston at SemEval-2022 Task 5: Multimedia Misogyny Detection By Using Coherent Visual and Language Features from CLIP Model and Data-centric AI Principle NAACL 2022